Compared to those carrying the XRCC1 rs25487G, rs25489G and rs1799782C haplotypes, there was an increased risk of CBP with the AGT haplotypes (OR = 15.469, 95% CI: 5.536–43.225, P<0.001). This evidence concerns the gene XRCC1 and red color blindness.